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Artificial General Intelligence

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Cover of 'Artificial General Intelligence'

Table of Contents

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    Book Overview
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    Chapter 1 A General-Purpose Machine Reasoning Engine
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    Chapter 2 COMFO: Multilingual Corpus for Opinion Mining
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    Chapter 3 Information as Entanglement—A Framework for Artificial General Intelligence
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    Chapter 4 Causal Analysis of Generic Time Series Data Applied for Market Prediction
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    Chapter 5 Dynamic and Evolving Neural Network for Event Discrimination
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    Chapter 6 Hierarchical Temporal DNN and Associative Knowledge Representation
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    Chapter 7 MARTI-4: New Model of Human Brain, Considering Neocortex and Basal Ganglia – Learns to Play Atari Game by Reinforcement Learning on a Single CPU
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    Chapter 8 General-Purpose Minecraft Agents and Hybrid AGI
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    Chapter 9 Graph Strategy for Interpretable Visual Question Answering
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    Chapter 10 Analogical Problem Solving in the Causal Cognitive Architecture
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    Chapter 11 A Biologically Plausible Graph Structure for AGI
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    Chapter 12 The Delta Normal AGI
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    Chapter 13 Purely Symbolic Induction of Structure
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    Chapter 14 Extended Subdomains: A Solution to a Problem of Hernández-Orallo and Dowe
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    Chapter 15 Versatility-Efficiency Index (VEI): Towards a Comprehensive Definition of Intelligence Quotient (IQ) for Artificial General Intelligence (AGI) Agents
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    Chapter 16 Moral Space for Paraconsistent AGI
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    Chapter 17 PERI.2 Goes to PreSchool and Beyond, in Search of AGI
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    Chapter 18 Reinforcement Learning with Information-Theoretic Actuation
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    Chapter 19 Homomorphisms Between Transfer, Multi-task, and Meta-learning Systems
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    Chapter 20 Core and Periphery as Closed-System Precepts for Engineering General Intelligence
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    Chapter 21 Toward Generating Natural-Language Explanations of Modal-Logic Proofs
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    Chapter 22 ONA for Autonomous ROS-Based Robots
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    Chapter 23 Generalized Identity Matching in NARS
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    Chapter 24 Adaptive Multi-strategy Market-Making Agent for Volatile Markets
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    Chapter 25 Toward a Comprehensive List of Necessary Abilities for Human Intelligence, Part 2: Using Knowledge
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    Chapter 26 What Can Nonhuman Animals, Children, and g Tell Us About Human-Level Artificial General Intelligence (AGI)?
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    Chapter 27 Toward a Comprehensive List of Necessary Abilities for Human Intelligence, Part 1: Constructing Knowledge
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    Chapter 28 Cognitive Architecture for Co-evolutionary Hybrid Intelligence
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    Chapter 29 An Approach to Generation Triggers for Parrying Backdoor in Neural Networks
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    Chapter 30 The Learning Agent Triangle: Towards a Unified Disambiguation of the AGI Challenge
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    Chapter 31 Maze Learning Using a Hyperdimensional Predictive Processing Cognitive Architecture
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    Chapter 32 Market Prediction as a Task for AGI Agents
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    Chapter 33 Monte Carlo Bias Correction in Q-Learning
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    Chapter 34 Free Will Belief as a Consequence of Model-Based Reinforcement Learning
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    Chapter 35 Thoughts on Architecture
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    Chapter 36 On the Possibility of Regulation of Human Emotions via Multimodal Social Interaction with an Embodied Agent Controlled by eBICA-Based Emotional Interaction Model
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    Chapter 37 QKSA: Quantum Knowledge Seeking Agent
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    Chapter 38 Elements of Active Continuous Learning and Uncertainty Self-awareness: A Narrow Implementation for Face and Facial Expression Recognition
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    Chapter 39 Thrill-K Architecture: Towards a Solution to the Problem of Knowledge Based Understanding
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    Chapter 40 Grammar Induction - Experimental Results
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    Chapter 41 Brain Principles Programming
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    Chapter 42 A Meta-Probabilistic-Programming Language for Bisimulation of Probabilistic and Non-Well-Founded Type Systems
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    Chapter 43 Artificial Open World for Evaluating AGI: A Conceptual Design
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    Chapter 44 Ownability of AGI
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Title
Artificial General Intelligence
Published by
Springer International Publishing, January 2023
DOI 10.1007/978-3-031-19907-3
ISBNs
978-3-03-119906-6, 978-3-03-119907-3
Editors

Goertzel, Ben, Iklé, Matt, Potapov, Alexey, Ponomaryov, Denis

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